{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import torch\n",
    "\n",
    "from mpc import mpc\n",
    "from mpc.mpc import QuadCost, LinDx, GradMethods\n",
    "from mpc.env_dx import pendulum\n",
    "\n",
    "import numpy as np\n",
    "import numpy.random as npr\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "import os\n",
    "import io\n",
    "import base64\n",
    "import tempfile\n",
    "from IPython.display import HTML\n",
    "\n",
    "from tqdm import tqdm\n",
    "\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\r",
      "  0%|          | 0/100 [00:00<?, ?it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Tmp dir: /var/folders/8p/lzk2wkqj47g5wf8g8lfpsk4w0000gn/T/tmpx2snj_va\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 100/100 [02:19<00:00,  1.14it/s]\n"
     ]
    }
   ],
   "source": [
    "params = torch.tensor((10., 1., 1.))\n",
    "dx = pendulum.PendulumDx(params, simple=True)\n",
    "\n",
    "n_batch, T, mpc_T = 16, 100, 20\n",
    "\n",
    "def uniform(shape, low, high):\n",
    "    r = high-low\n",
    "    return torch.rand(shape)*r+low\n",
    "\n",
    "torch.manual_seed(0)\n",
    "th = uniform(n_batch, -(1/2)*np.pi, (1/2)*np.pi)\n",
    "thdot = uniform(n_batch, -1., 1.)\n",
    "xinit = torch.stack((torch.cos(th), torch.sin(th), thdot), dim=1)\n",
    "\n",
    "x = xinit\n",
    "u_init = None\n",
    "\n",
    "# The cost terms for the swingup task can be alternatively obtained\n",
    "# for this pendulum environment with:\n",
    "# q, p = dx.get_true_obj()\n",
    "\n",
    "mode = 'swingup'\n",
    "# mode = 'spin'\n",
    "\n",
    "if mode == 'swingup':\n",
    "    goal_weights = torch.Tensor((1., 1., 0.1))\n",
    "    goal_state = torch.Tensor((1., 0. ,0.))\n",
    "    ctrl_penalty = 0.001\n",
    "    q = torch.cat((\n",
    "        goal_weights,\n",
    "        ctrl_penalty*torch.ones(dx.n_ctrl)\n",
    "    ))\n",
    "    px = -torch.sqrt(goal_weights)*goal_state\n",
    "    p = torch.cat((px, torch.zeros(dx.n_ctrl)))\n",
    "    Q = torch.diag(q).unsqueeze(0).unsqueeze(0).repeat(\n",
    "        mpc_T, n_batch, 1, 1\n",
    "    )\n",
    "    p = p.unsqueeze(0).repeat(mpc_T, n_batch, 1)\n",
    "elif mode == 'spin':\n",
    "    Q = 0.001*torch.eye(dx.n_state+dx.n_ctrl).unsqueeze(0).unsqueeze(0).repeat(\n",
    "        mpc_T, n_batch, 1, 1\n",
    "    )\n",
    "    p = torch.tensor((0., 0., -1., 0.))\n",
    "    p = p.unsqueeze(0).repeat(mpc_T, n_batch, 1)\n",
    "\n",
    "t_dir = tempfile.mkdtemp()\n",
    "print('Tmp dir: {}'.format(t_dir))\n",
    "\n",
    "for t in tqdm(range(T)):\n",
    "    nominal_states, nominal_actions, nominal_objs = mpc.MPC(\n",
    "        dx.n_state, dx.n_ctrl, mpc_T,\n",
    "        u_init=u_init,\n",
    "        u_lower=dx.lower, u_upper=dx.upper,\n",
    "        lqr_iter=50,\n",
    "        verbose=0,\n",
    "        exit_unconverged=False,\n",
    "        detach_unconverged=False,\n",
    "        linesearch_decay=dx.linesearch_decay,\n",
    "        max_linesearch_iter=dx.max_linesearch_iter,\n",
    "        grad_method=GradMethods.AUTO_DIFF,\n",
    "        eps=1e-2,\n",
    "    )(x, QuadCost(Q, p), dx)\n",
    "    \n",
    "    next_action = nominal_actions[0]\n",
    "    u_init = torch.cat((nominal_actions[1:], torch.zeros(1, n_batch, dx.n_ctrl)), dim=0)\n",
    "    u_init[-2] = u_init[-3]\n",
    "    x = dx(x, next_action)\n",
    "\n",
    "    n_row, n_col = 4, 4\n",
    "    fig, axs = plt.subplots(n_row, n_col, figsize=(3*n_col,3*n_row))\n",
    "    axs = axs.reshape(-1)\n",
    "    for i in range(n_batch):\n",
    "        dx.get_frame(x[i], ax=axs[i])\n",
    "        axs[i].get_xaxis().set_visible(False)\n",
    "        axs[i].get_yaxis().set_visible(False)\n",
    "    fig.tight_layout()\n",
    "    fig.savefig(os.path.join(t_dir, '{:03d}.png'.format(t)))\n",
    "    plt.close(fig)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saving video to: pendulum-swingup.mp4\n"
     ]
    }
   ],
   "source": [
    "vid_fname = 'pendulum-{}.mp4'.format(mode)\n",
    "\n",
    "if os.path.exists(vid_fname):\n",
    "    os.remove(vid_fname)\n",
    "    \n",
    "cmd = 'ffmpeg -r 16 -f image2 -i {}/%03d.png -vcodec libx264 -crf 25  -pix_fmt yuv420p {}'.format(\n",
    "    t_dir, vid_fname\n",
    ")\n",
    "os.system(cmd)\n",
    "print('Saving video to: {}'.format(vid_fname))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<video alt=\"test\" controls>\n",
       "                <source 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type=\"video/mp4\" />\n",
       "             </video>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "video = io.open(vid_fname, 'r+b').read()\n",
    "encoded = base64.b64encode(video)\n",
    "HTML(data='''<video alt=\"test\" controls>\n",
    "                <source src=\"data:video/mp4;base64,{0}\" type=\"video/mp4\" />\n",
    "             </video>'''.format(encoded.decode('ascii')))"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
